{"id":"W4401496432","doi":"10.1111/ajad.13635","title":"Opioid agonist treatment outcomes among individuals with a history of nonfatal overdose: Findings from a pragmatic, pan‐Canadian, randomized control trial","year":2024,"lang":"en","type":"article","venue":"American Journal on Addictions","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Université de Montréal; University of Calgary; Centre Hospitalier de l’Université de Montréal; Public Health Ontario; University of British Columbia; British Columbia Centre on Substance Use","funders":"Canadian Institutes of Health Research; University of Toronto; Michael Smith Health Research BC; St. Paul's Foundation","keywords":"Buprenorphine; Opioid use disorder; Medicine; (+)-Naloxone; Methadone; Randomized controlled trial; Opioid; Anesthesia; Odds ratio; Opioid overdose; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002711146,0.0003735153,0.001451426,0.0006843634,0.0001493886,0.00007821531,0.0001059693,0.00006606906,0.0009768791],"category_scores_gemma":[0.0001810375,0.0002380925,0.0006243296,0.0002998725,0.0005999505,0.0001414644,0.000008441239,0.0003950456,0.00006272303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637618,"about_ca_system_score_gemma":0.003063079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03647479,"about_ca_topic_score_gemma":0.002689919,"domain_scores_codex":[0.9977549,0.0002542468,0.0007319463,0.0003366806,0.000544105,0.0003781445],"domain_scores_gemma":[0.9977239,0.0009529822,0.0003494444,0.0003392904,0.00009473912,0.0005396442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5324056,0.007872617,0.2886415,0.0001084909,0.05311241,0.002840285,0.03031337,0.0001603824,0.0001086647,0.002570279,0.03863345,0.0432329],"study_design_scores_gemma":[0.8393601,0.01086358,0.08648116,0.0007543297,0.007105817,0.0002015649,0.001471351,0.0003775558,0.0000210531,0.00007472712,0.05289024,0.0003985289],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873468,0.001176051,0.0002910424,0.002612745,0.001088492,0.002291723,0.001236819,0.0001063596,0.003849995],"genre_scores_gemma":[0.994732,0.0003647774,0.0008370364,0.0005234421,0.0002263395,0.000432782,0.0002069609,0.00005916497,0.002617497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3069545,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00759001002791757,"score_gpt":0.2537900075802816,"score_spread":0.2461999975523641,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}